Xiang Meng
6 papers · 2022–2024 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (19) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3)
π
Cross-Pollinator
(7)
π
Renaissance Researcher
(6)
π
Keyword Champion
(2)
Conferences
ICML (3)
NIPS (2)
AISTATS (1)
Top co-authors
Keywords
model compression
(3)
combinatorial optimization
(3)
sparsity constraint
(2)
self-supervised learning
(1)
multimodal learning
(1)
audio-visual learning
(1)
network pruning
(1)
deepfake detection
(1)
integer linear programming
(1)
conjugate gradient
(1)
branch-and-bound algorithm
(1)
sparse model
(1)
masked prediction
(1)
regression task
(1)
audio-visual speech
(1)
face forgery detection
(1)
self-supervised representation
(1)
cross-dataset generalization
(1)
one-shot pruning
(1)
operator splitting
(1)
Papers
ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models
NIPS 2024
SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection
NIPS 2024
FALCON: FLOP-Aware Combinatorial Optimization for Neural Network Pruning
AISTATS 2024
OSSCAR: One-Shot Structured Pruning in Vision and Language Models with Combinatorial Optimization
ICML 2024
Fast as CHITA: Neural Network Pruning with Combinatorial Optimization
ICML 2023
Quant-BnB: A Scalable Branch-and-Bound Method for Optimal Decision Trees with Continuous Features
ICML 2022